Jellyfish has been named a Leader in G2’s Fall 2026 Software Development Analytics Tools category for the 17th consecutive quarter. Jellyfish was also named a Top 50 Development Product for 2026, marking another milestone based on customer feedback and market presence.
Why the Top 50 Matters
G2’s Top 50 Development Products recognition is based on verified user satisfaction, review quality, and market presence.
For Jellyfish, this recognition reflects what matters most: whether engineering organizations get value from the platform. Customer feedback shows that teams are using Jellyfish to improve visibility, connect engineering work to business priorities, and understand the impact of AI.
Engineering Visibility in the Age of AI
Engineering leaders have moved beyond asking whether they should adopt AI. The challenge now is understanding what impact AI is actually having.
AI can accelerate software development, but speed alone does not show whether engineering investments are producing better business outcomes. Leaders need to understand what teams are building, where work is slowing down, and whether AI investments are delivering measurable value.
Jellyfish gives engineering leaders this visibility by connecting engineering execution with business outcomes.
Recent capabilities, including Jellyfish Assistant and expanded DevFinOps, help teams:
- Streamline labor capitalization
- Use DORA metrics to identify pipeline bottlenecks
- Understand engineering work across systems
- Measure the impact and ROI of AI investments
The goal is not more engineering data. It is giving leaders the context they need to make better decisions.
Validated by Our Users
Jellyfish’s G2 recognition is driven by feedback from the engineering teams using the platform. Based on recent G2 reviews:
- 98% gave Jellyfish a 4- or 5-star rating
- 93% believe Jellyfish is moving in the right direction
- 90% said they would recommend Jellyfish
- 93% are satisfied with Jellyfish support
Customers also shared how they use Jellyfish to address day to day engineering challenges:
I use Jellyfish to connect QA work with engineering priorities, identify pipeline bottlenecks, and track AI usage. It solves the lack of visibility between testing work and broader priorities, making it easy to spot issues like slow handoffs between dev and QA. After moving to Jellyfish, manual work has been reduced, and the process of collecting data from multiple tools has been drastically reduced.
The DevFinOps capabilities and DORA metrics have changed the way we operate as an engineering organization. Jellyfish solves our core challenges around labor capitalization, DORA metrics, and AI Impact by synthesizing Jira, GitLab, and Cursor data.
The built-in AI insights take the heavy lifting of evaluating data off the user. Before, I had to check multiple systems like Jira, GitLab, GitHub, and Linear to understand team performance; now, Jellyfish unifies all those metrics under one platform so we can easily see the full picture across our entire engineering organization.
These reviews reinforce why visibility matters as engineering organizations adopt AI. Leaders need to understand not only how their teams work, but whether engineering investments are translating into meaningful outcomes.
Share Your Feedback
To hear more from Jellyfish users, you can visit our G2 page to learn how more than 700 organizations are transforming the way they work. If you’re already using Jellyfish you can share your experience with us on G2 – we’d love to hear from you!
About G2
G2 is the world’s largest and most trusted software marketplace. More than a million people annually — including employees at all Fortune 500 companies — use G2 to make smarter software decisions based on authentic peer reviews. Thousands of software and services companies of all sizes partner with G2 to build their reputation and grow their business — including Salesforce, HubSpot, Zoom, and Adobe. To learn more about where you go for software, visit www.g2.com and follow G2 on LinkedIn.
Ready to try Jellyfish for yourself? Request a demo today to see why we’ve been a G2 Leader for 17 quarters in a row.
About the author
Adlana Estephanian is the Senior Customer Marketing Manager at Jellyfish.
